A2SD-2025

SC25 BoF

Interconnected Autonomous Science Labs Empowered by HPC and Intelligent Agents

Why this BoF matters

Autonomous science is rapidly transforming discovery across materials, energy, climate, and health. Yet most autonomous laboratories still operate in isolation. This BoF convenes researchers, facility operators, and industry partners to connect autonomous capabilities into a cohesive, interoperable ecosystem.

We will explore how HPC can serve as a decision-support platform that enables near real-time coordination of scientific activities, and how intelligent agents can synthesize data from distributed instruments, run predictive models, and adaptively refine experiments.

Agentic AI HPC orchestration Interoperability Provenance
Autonomous science lab montage

Discussion themes

  • What APIs and standards are still missing for lab interoperability?
  • How do we co-schedule agents, instruments, and HPC workflows?
  • What trust and verification models enable autonomous decision-making?

Agenda

12:15pm CST
Opening Remarks
12:20pm CST
Lightning Talks
A Community Roadmap for Interconnected Autonomous Science Laboratories for Accelerated Discovery
Rafael Ferreira da Silva, ORNL
Enabling Autonomous Labs: The National Science Data Fabric (NSDF) - ORNL Partnership for Real-Time Scientific Discovery
Michela Taufer, UTK
Digital Twins: A critical component in the Autonomous Workflow Development and Operation
Tom Gibbs, NVIDIA
The New Engines of Discovery: Physical Platforms for the Autonomous Scientific Age
Ian T. Foster, ANL
From Simulation to Experiment: The New Era of Agentic AI-Driven Science
Joe Tostenrude, Microsoft
Modular Autonomous for Discovery for Science - Infrastructure for Laboratory Autonomy
Noah Paulson, ANL
1:00pm CST
Open Discussions
SC25 logo

St. Louis, MO, USA

Date: November 19, 2025
Time: 12:15pm-1:15pm
Room: Room 131

SC25 schedule All BoFs

Supporters

ORNL NSF ANL NVIDIA Microsoft